Testing and Validation of Computer Simulation Models: Principles, Methods and Applications

di David J. Murray-Smith (Autore)

Springer International Publishing AG, 2016

This must-read text/reference provides a practical guide to processes involved in the development and application of dynamic simulation models, covering a wide range of issues relating to testing, verification and validation. Illustrative example problems in continuous system simulation are presented throughout the book, supported by extended case studies from a number of interdisciplinary applications. Topics and features: provides an emphasis on practical issues of model quality and validation, along with questions concerning the management of simulation models, the use of model libraries, and generic models; contains numerous step-by-step examples; presents detailed case studies, often with accompanying datasets; includes discussion of hybrid models, which involve a combination of continuous system and discrete-event descriptions; examines experimental modeling approaches that involve system identification and parameter estimation; offers supplementary material at an associated website.

• Autore: David J. Murray-Smith
• Editore: Springer International Publishing AG
• Collana: Simulation Foundations, Methods and Applications
• Anno: 2016
• Rilegatura: Paperback / softback
• Pagine: 252 p.
• Dimensioni: 235 x 155 mm
• EAN: 9783319362663

Testo in English